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| 1 | +schema: 2 |
| 2 | +name: "disagg-b300-1p1d-dep8-dep8-c64-mtp-kvoffload" |
| 3 | + |
| 4 | +# Agentic-coding SGLang disaggregated recipe for DeepSeek-V4-Pro-0813 on B300 |
| 5 | +# (1P x DEP8 / 1D x DEP8, DSpark K=6 + hierarchical-cache KV offload), |
| 6 | +# tuned for concurrency 64. Concurrency is exported by the master config. |
| 7 | + |
| 8 | +model: |
| 9 | + path: "deepseek-v4-pro-0813" |
| 10 | + container: "dynamo-sglang" |
| 11 | + precision: "fp4" |
| 12 | + |
| 13 | +identity: |
| 14 | + model: |
| 15 | + repo: "deepseek-ai/DeepSeek-V4-Pro-0813" |
| 16 | + container: |
| 17 | + image: "lmsysorg/sglang:nightly-dev-20260916-c9a8fba9" |
| 18 | + |
| 19 | +dynamo: |
| 20 | + install: false |
| 21 | + |
| 22 | +setup_script: install-mooncake-efa-cu13.sh |
| 23 | + |
| 24 | +health_check: |
| 25 | + max_attempts: 1440 |
| 26 | + interval_seconds: 10 |
| 27 | + |
| 28 | +resources: |
| 29 | + gpu_type: b300 |
| 30 | + gpus_per_node: 8 |
| 31 | +services: |
| 32 | + - name: etcd |
| 33 | + type: etcd |
| 34 | + placement: |
| 35 | + node: dedicated |
| 36 | + - name: nats |
| 37 | + type: nats |
| 38 | + placement: |
| 39 | + node: dedicated |
| 40 | + options: |
| 41 | + max_payload_mb: 32 |
| 42 | +frontend: |
| 43 | + type: dynamo |
| 44 | + nginx_session_affinity: true |
| 45 | + nginx_session_affinity_header: X-Dynamo-Session-ID |
| 46 | + enable_multiple_frontends: true |
| 47 | + num_additional_frontends: 4 |
| 48 | + env: |
| 49 | + PIP_BREAK_SYSTEM_PACKAGES: "1" |
| 50 | + DYN_TCP_REQUEST_TIMEOUT: "60" |
| 51 | + args: |
| 52 | + router-mode: "kv" |
| 53 | + router-session-affinity-ttl-secs: "3600" |
| 54 | + active-decode-blocks-threshold: "None" |
| 55 | + active-prefill-tokens-threshold: "None" |
| 56 | + active-prefill-tokens-threshold-frac: "None" |
| 57 | + |
| 58 | +engine: sglang |
| 59 | +roles: |
| 60 | + prefill: |
| 61 | + nodes: 1 |
| 62 | + workers: 1 |
| 63 | + gpus: 8 |
| 64 | + env: |
| 65 | + SGLANG_ENABLE_PREFILL_WAR_READ_DONE: "1" |
| 66 | + SGLANG_RAGGED_VERIFY_MODE: "static" |
| 67 | + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "900" |
| 68 | + SGLANG_DSV4_MHC_PREWARM: '1' |
| 69 | + PIP_BREAK_SYSTEM_PACKAGES: '1' |
| 70 | + PYTHONUNBUFFERED: '1' |
| 71 | + SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK: '0' |
| 72 | + SGLANG_DG_CACHE_DIR: /configs/deepgemm_cache |
| 73 | + SGLANG_JIT_DEEPGEMM_PRECOMPILE: '1' |
| 74 | + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: '1' |
| 75 | + SGLANG_DEFAULT_THINKING: '1' |
| 76 | + SGLANG_DSV4_REASONING_EFFORT: high |
| 77 | + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: '1' |
| 78 | + SGLANG_OPT_UNIFIED_CACHE_FREE_OUT_OF_WINDOW_SLOTS: "1" |
| 79 | + SGLANG_OPT_USE_CUSTOM_ALL_REDUCE_V2: '1' |
| 80 | + SGLANG_OPT_USE_DEEPGEMM_MEGA_MOE: '1' |
| 81 | + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: '9216' |
| 82 | + SGLANG_OPT_USE_ONLINE_COMPRESS: '0' |
| 83 | + NCCL_CUMEM_ENABLE: '1' |
| 84 | + MOONCAKE_PROTOCOL: efa |
| 85 | + MC_MS_FILTERS: rdmap191s0 |
| 86 | + WITH_NVIDIA_PEERMEM: '0' |
| 87 | + NCCL_TIMEOUT: '100000' |
| 88 | + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: '1' |
| 89 | + DYN_SKIP_SGLANG_LOG_FORMATTING: '1' |
| 90 | + DYN_LOG: info,dynamo_runtime::pipeline::network::ingress::push_handler=warn |
| 91 | + SGLANG_LOG_FORWARD_ITERS: '1' |
| 92 | + SGLANG_LOG_MS: '1' |
| 93 | + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: '60' |
| 94 | + SGLANG_NCCL_ALL_GATHER_IN_OVERLAP_SCHEDULER_SYNC_BATCH: '1' |
| 95 | + |
| 96 | + args: |
| 97 | + host: 0.0.0.0 |
| 98 | + served-model-name: deepseek-ai/DeepSeek-V4-Pro-0813 |
| 99 | + enable-metrics: true |
| 100 | + enable-cache-report: true |
| 101 | + model-path: /model/ |
| 102 | + trust-remote-code: true |
| 103 | + watchdog-timeout: 86400 |
| 104 | + stream-interval: 60 |
| 105 | + tp-size: 8 |
| 106 | + dp-size: 8 |
| 107 | + ep-size: 8 |
| 108 | + enable-dp-attention: true |
| 109 | + enable-dp-lm-head: true |
| 110 | + moe-dense-tp-size: 1 |
| 111 | + moe-a2a-backend: megamoe |
| 112 | + enable-deepseek-v4-fp4-indexer: true |
| 113 | + enable-w4a4-mxfp4-megamoe: true |
| 114 | + disaggregation-transfer-backend: mooncake |
| 115 | + disaggregation-mode: prefill |
| 116 | + load-balance-method: total_tokens |
| 117 | + mem-fraction-static: 0.85 |
| 118 | + page-size: 256 |
| 119 | + swa-full-tokens-ratio: 0.02 |
| 120 | + max-running-requests: 256 |
| 121 | + cuda-graph-max-bs-prefill: 256 |
| 122 | + chunked-prefill-size: 65536 |
| 123 | + disable-flashinfer-autotune: true |
| 124 | + model-loader-extra-config: '{"enable_multithread_load":true,"num_threads":8}' |
| 125 | + kv-events-config: '{"publisher":"zmq","topic":"kv-events","endpoint":"tcp://*:5557"}' |
| 126 | + speculative-algorithm: DSPARK |
| 127 | + speculative-dspark-block-size: 6 |
| 128 | + speculative-num-steps: 1 |
| 129 | + speculative-eagle-topk: 1 |
| 130 | + speculative-num-draft-tokens: 7 |
| 131 | + enable-hierarchical-cache: true |
| 132 | + hicache-write-policy: write_back |
| 133 | + hicache-ratio: 3 |
| 134 | + hicache-io-backend: direct |
| 135 | + |
| 136 | + decode: |
| 137 | + nodes: 1 |
| 138 | + workers: 1 |
| 139 | + gpus: 8 |
| 140 | + |
| 141 | + env: |
| 142 | + SGLANG_RAGGED_VERIFY_MODE: "static" |
| 143 | + SGLANG_DISAGGREGATION_WAITING_TIMEOUT: "900" |
| 144 | + PIP_BREAK_SYSTEM_PACKAGES: '1' |
| 145 | + PYTHONUNBUFFERED: '1' |
| 146 | + SGLANG_ENABLE_TP_MEMORY_INBALANCE_CHECK: '0' |
| 147 | + SGLANG_DG_CACHE_DIR: /configs/deepgemm_cache |
| 148 | + SGLANG_JIT_DEEPGEMM_PRECOMPILE: '1' |
| 149 | + SGLANG_JIT_DEEPGEMM_FAST_WARMUP: '1' |
| 150 | + SGLANG_DEFAULT_THINKING: '1' |
| 151 | + SGLANG_DSV4_REASONING_EFFORT: high |
| 152 | + SGLANG_OPT_SWA_SPLIT_LEAF_ON_INSERT: '1' |
| 153 | + SGLANG_OPT_UNIFIED_CACHE_FREE_OUT_OF_WINDOW_SLOTS: "1" |
| 154 | + SGLANG_OPT_DEEPGEMM_MEGA_MOE: '1' |
| 155 | + SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: '4096' |
| 156 | + SGLANG_OPT_USE_ONLINE_COMPRESS: '0' |
| 157 | + NCCL_CUMEM_ENABLE: '1' |
| 158 | + MOONCAKE_PROTOCOL: efa |
| 159 | + MC_MS_FILTERS: rdmap191s0 |
| 160 | + WITH_NVIDIA_PEERMEM: '0' |
| 161 | + NCCL_TIMEOUT: '100000' |
| 162 | + SGLANG_OPT_SWA_RELEASE_LEAF_LOCK_AFTER_WINDOW: '1' |
| 163 | + SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION: '8' |
| 164 | + DYN_SKIP_SGLANG_LOG_FORMATTING: '1' |
| 165 | + DYN_LOG: info,dynamo_runtime::pipeline::network::ingress::push_handler=warn |
| 166 | + SGLANG_LOG_FORWARD_ITERS: '1' |
| 167 | + SGLANG_LOG_MS: '1' |
| 168 | + SGLANG_REQUEST_STATE_WAIT_TIMEOUT: '60' |
| 169 | + |
| 170 | + args: |
| 171 | + host: 0.0.0.0 |
| 172 | + served-model-name: deepseek-ai/DeepSeek-V4-Pro-0813 |
| 173 | + enable-metrics: true |
| 174 | + enable-cache-report: true |
| 175 | + model-path: /model/ |
| 176 | + trust-remote-code: true |
| 177 | + watchdog-timeout: 86400 |
| 178 | + stream-interval: 60 |
| 179 | + tp-size: 8 |
| 180 | + dp-size: 8 |
| 181 | + ep-size: 8 |
| 182 | + enable-dp-attention: true |
| 183 | + enable-dp-lm-head: true |
| 184 | + moe-dense-tp-size: 1 |
| 185 | + moe-a2a-backend: megamoe |
| 186 | + enable-deepseek-v4-fp4-indexer: true |
| 187 | + enable-w4a4-mxfp4-megamoe: true |
| 188 | + disaggregation-transfer-backend: mooncake |
| 189 | + disaggregation-mode: decode |
| 190 | + load-balance-method: total_tokens |
| 191 | + mem-fraction-static: 0.9 |
| 192 | + page-size: 256 |
| 193 | + swa-full-tokens-ratio: 0.02 |
| 194 | + max-running-requests: 128 |
| 195 | + cuda-graph-max-bs-decode: 256 |
| 196 | + disable-flashinfer-autotune: true |
| 197 | + model-loader-extra-config: '{"enable_multithread_load":true,"num_threads":8}' |
| 198 | + kv-events-config: '{"publisher":"zmq","topic":"kv-events","endpoint":"tcp://*:5567"}' |
| 199 | + speculative-algorithm: DSPARK |
| 200 | + speculative-dspark-block-size: 6 |
| 201 | + speculative-num-steps: 1 |
| 202 | + speculative-eagle-topk: 1 |
| 203 | + speculative-num-draft-tokens: 7 |
| 204 | + |
| 205 | + |
| 206 | +sbatch_directives: |
| 207 | + mem: "0" |
| 208 | + cpus-per-task: "192" |
| 209 | + exclude: "dsxe-sa-b300-prd0-gpu-00,dsxe-sa-b300-prd0-gpu-01,dsxe-sa-b300-prd0-gpu-04,dsxe-sa-b300-prd0-gpu-06,dsxe-sa-b300-prd0-gpu-11,dsxe-sa-b300-prd0-gpu-16" |
| 210 | + |
| 211 | +srun_options: |
| 212 | + mem: "0" |
| 213 | + container-remap-root: "" |
| 214 | + |
| 215 | +benchmark: |
| 216 | + type: custom |
| 217 | + command: bash /infmax-workspace/benchmarks/srt_agentic.sh |
| 218 | + env: |
| 219 | + INFMAX_CONTAINER_WORKSPACE: /infmax-workspace |
| 220 | + RESULT_DIR: /logs/agentic |
| 221 | + PORT: "8000" |
| 222 | + IS_MULTINODE: "true" |
| 223 | + AIPERF_HTTP_X_DYNAMO_SESSION_ID_FROM_CORRELATION_ID: "true" |
| 224 | + AIPERF_USE_DYNAMO_CONV_AWARE_ROUTING: "0" |
| 225 | + AIPERF_REQUIRED_SERVER_METRIC_PREFIX: "sglang:" |
| 226 | + AIPERF_DATASET_MMAP_CACHE_DIR: "/aiperf_mmap_cache" |
| 227 | + HF_HUB_CACHE: "/hf_hub_cache" |
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